TY - GEN
T1 - Implementation of Intelligent Auto Ranging Functionality to Capacitive Level Sensor
AU - Santhosh, K. V.
AU - Mohanty, Preeti
N1 - Publisher Copyright:
© 2018 IEEE.
PY - 2019/3/4
Y1 - 2019/3/4
N2 - This paper presents a technique of auto ranging for level measurement using capacitance level sensor. The objective of the work is to design an intelligent calibration technique which will be able to adjust the minimum and maximum reading based on the user defined values. Capacitance level sensor produces a change in capacitance for variation in liquid level. Change in capacitance is converted to voltage with the help of a timer and a frequency to voltage converter. Voltage signal is acquired on to the personnel computer for computation. Calibration is achieved with the help of neural network algorithms. Neural network algorithm is trained to map the input range set by the user to the standard signal of 1 to 5V, using the back propagation with artificial bee colony algorithm. The system was tested under practical setup to evaluate the performance. Results obtained shows successful implementation of desired objective.
AB - This paper presents a technique of auto ranging for level measurement using capacitance level sensor. The objective of the work is to design an intelligent calibration technique which will be able to adjust the minimum and maximum reading based on the user defined values. Capacitance level sensor produces a change in capacitance for variation in liquid level. Change in capacitance is converted to voltage with the help of a timer and a frequency to voltage converter. Voltage signal is acquired on to the personnel computer for computation. Calibration is achieved with the help of neural network algorithms. Neural network algorithm is trained to map the input range set by the user to the standard signal of 1 to 5V, using the back propagation with artificial bee colony algorithm. The system was tested under practical setup to evaluate the performance. Results obtained shows successful implementation of desired objective.
UR - https://www.scopus.com/pages/publications/85063499831
UR - https://www.scopus.com/pages/publications/85063499831#tab=citedBy
U2 - 10.1109/EPETSG.2018.8658425
DO - 10.1109/EPETSG.2018.8658425
M3 - Conference contribution
AN - SCOPUS:85063499831
T3 - 2nd International Conference on Energy, Power and Environment: Towards Smart Technology, ICEPE 2018
BT - 2nd International Conference on Energy, Power and Environment
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2nd International Conference on Energy, Power and Environment, ICEPE 2018
Y2 - 1 June 2018 through 2 June 2018
ER -
